Finally, based on previous research [1]}, [2]}, [3]}, we excite and inhibit relevant and non-relevant features in the original input by applying a convolution operation to increase the number of channels from \(C/R\)  back to \(C\) , followed by the \(sigmoid\)  activation function, and an element-wise multiplication on the original input, followed by a skip connection.
